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Top 5 machine-learning-interpretability open source projects
Awesome Machine Learning Interpretability
A curated list of awesome machine learning interpretability resources.
✭ 2,404
machine-learning
awesome
awesome-list
data-science
data-mining
interpretability
transparency
fairness
accountability
interpretable-deep-learning
interpretable-ai
interpretable-ml
explainable-ml
xai
fatml
interpretable-machine-learning
iml
machine-learning-interpretability
Interpret
Fit interpretable models. Explain blackbox machine learning.
✭ 4,352
C++
python
shell
r
c
CSS
machine-learning
artificial-intelligence
ai
scikit-learn
interpretability
transparency
gradient-boosting
blackbox
bias
differential-privacy
interpretable-ai
interpretable-ml
explainable-ai
explainable-ml
xai
interpretable-machine-learning
iml
machine-learning-interpretability
explainability
interpretml
diabetes use case
Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/
✭ 22
Jupyter Notebook
data-science
machine-learning
data-mining
healthcare
xgboost
transparency
interpretability
interpretable-ml
explainable-ml
xai
interpretable-machine-learning
iml
machine-learning-interpretability
interpretable-ml
Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
✭ 17
Jupyter Notebook
data-science
machine-learning
data-mining
gradient-boosting-machine
transparency
decision-trees
fairness
lime
accountability
interpretability
interpretable-ai
interpretable-ml
xai
fatml
interpretable
interpretable-machine-learning
iml
machine-learning-interpretability
mllp
The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".
✭ 15
python
Jupyter Notebook
machine-learning
transparency
aaai
interpretability
rule-based
interpretable-ai
interpretable-ml
explainable-ai
explainable-ml
xai
interpretable-machine-learning
iml
machine-learning-interpretability
explainability
rule-sets
interpretml
transparent-ml
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machine-learning-interpretability projects